{"id":"W4399484679","doi":"10.1287/mnsc.2022.02348","title":"Selling Bonus Actions in Video Games","year":2024,"lang":"en","type":"article","venue":"Management Science","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Casual; Video game; Spot market; Advertising; Microeconomics; Marketing; Economics; Business; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001733511,0.001332992,0.00105204,0.0008180053,0.0007317397,0.002015659,0.001168968,0.001637521,0.005593019],"category_scores_gemma":[0.009770857,0.0007136835,0.0008694034,0.000427987,0.002711317,0.002925992,0.001138168,0.001618863,0.0004917277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001894706,"about_ca_system_score_gemma":0.0007707627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005974131,"about_ca_topic_score_gemma":0.005040318,"domain_scores_codex":[0.9983537,0.0006398112,0.00007363145,0.0003590082,0.0003151173,0.0002586435],"domain_scores_gemma":[0.9942315,0.004065475,0.0009873493,0.0001835503,0.0001934433,0.0003387024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002980719,0.0003461146,0.00768529,0.0002851294,0.0001442301,0.0008761255,0.0007822338,0.4721086,0.002594201,0.4849122,0.002293664,0.02767413],"study_design_scores_gemma":[0.00008366218,0.0003067406,0.004760384,0.0001006964,0.00006140729,0.0003858644,0.0003990757,0.7329236,0.0007849564,0.2558841,0.004217737,0.00009174931],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5255969,0.002166933,0.4025239,0.001322849,0.000135402,0.0003553218,0.0004030257,0.0003124929,0.06718316],"genre_scores_gemma":[0.9826428,0.0006169836,0.008682714,0.0001280669,0.00005550559,0.00008402791,0.00008865693,0.00002571657,0.007675596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005974131,"threshold_uncertainty_score":0.01871055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1226290695307743,"score_gpt":0.4334982600628428,"score_spread":0.3108691905320685,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}